MCMC methods for multi-response generalized linear mixed models: the MCMCglmm R package

JD Hadfield - Journal of statistical software, 2010 - jstatsoft.org
Generalized linear mixed models provide a flexible framework for modeling a range of data,
although with non-Gaussian response variables the likelihood cannot be obtained in closed …

Bayesian structural equation models for inferring relationships between phenotypes: a review of methodology, identifiability, and applications

XL Wu, B Heringstad, D Gianola - Journal of Animal Breeding …, 2010 - Wiley Online Library
Structural equation models provide a general statistical modelling technique for estimating
and testing relationships among variables. Such relationships are often not revealed by …

Searching for recursive causal structures in multivariate quantitative genetics mixed models

BD Valente, GJM Rosa, G de Los Campos, D Gianola… - Genetics, 2010 - academic.oup.com
Biology is characterized by complex interactions between phenotypes, such as recursive
and simultaneous relationships between substrates and enzymes in biochemical systems …

[HTML][HTML] Genetic analysis of fertility-related diseases and disorders in Norwegian Red cows

B Heringstad - Journal of Dairy Science, 2010 - Elsevier
Heritability of and genetic correlations among silent heat (SH), cystic ovaries (CO), metritis
(MET), and retained placenta (RP) were inferred. These traits were chosen because they are …

[HTML][HTML] Relationships between milk yield and somatic cell score in Canadian Holsteins from simultaneous and recursive random regression models

J Jamrozik, J Bohmanova, LR Schaeffer - Journal of dairy science, 2010 - Elsevier
Multiple-trait random regression animal models with simultaneous and recursive links
between phenotypes for milk yield and somatic cell score (SCS) on the same test day were …

[HTML][HTML] Modeling relationships between calving traits: a comparison between standard and recursive mixed models

EL de Maturana, G de los Campos, XL Wu… - Genetics Selection …, 2010 - Springer
Background The use of structural equation models for the analysis of recursive and
simultaneous relationships between phenotypes has become more popular recently. The …

Regression-based multi-trait QTL mapping using a structural equation model

X Mi, K Eskridge, D Wang, PS Baenziger… - … in genetics and …, 2010 - degruyter.com
Quantitative trait loci (QTL) mapping often results in data on a number of traits that have well-
established causal relationships. Many multi-trait QTL mapping methods that account for the …

[HTML][HTML] Recursive relationships between milk yield and somatic cell score of Canadian Holsteins from finite mixture random regression models

J Jamrozik, LR Schaeffer - Journal of dairy science, 2010 - Elsevier
Finite mixture, multiple-trait, random regression animal models with recursive links between
phenotypes for milk yield and somatic cell score (SCS) on the same test-day were applied to …

An application of change-point recursive models to the relationship between litter size and number of stillborns in pigs

N Ibáñez-Escriche, E López de Maturana… - Journal of animal …, 2010 - academic.oup.com
We developed and implemented change-point recursive models and compared them with a
linear recursive model and a standard mixed model (SMM), in the scope of the relationship …

Busca por estruturas causais no contexto de modelos mistos em genética quantitativa

BD Valente - 2010 - repositorio.ufmg.br
Modelos de equações estruturais (MEEs) podem ser utilizados para estudar
relacionamentos de recursividade e feedback em análise multivariada. O número de …